Triple

T11469233
Position Surface form Disambiguated ID Type / Status
Subject Naro language E271857 entity
Predicate spokenBy P2181 FINISHED
Object Naro people
The Naro people are an indigenous San community of southern Africa, primarily living in Botswana and Namibia, known for their rich hunter-gatherer heritage and distinctive click language.
E1151221 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Naro people | Statement: [Naro language, spokenBy, Naro people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Naro people
Context triple: [Naro language, spokenBy, Naro people]
  • A. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • B. Nande people
    The Nande people are a Bantu-speaking ethnic group of eastern Democratic Republic of the Congo, known for their intensive agriculture, vibrant trade networks, and strong clan-based social organization.
  • C. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • D. Moru people
    The Moru people are an ethnic group of South Sudan, traditionally agrarian and known for their distinct cultural practices and use of the Moru language.
  • E. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Naro people
Triple: [Naro language, spokenBy, Naro people]
Generated description
The Naro people are an indigenous San community of southern Africa, primarily living in Botswana and Namibia, known for their rich hunter-gatherer heritage and distinctive click language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Naro people
Target entity description: The Naro people are an indigenous San community of southern Africa, primarily living in Botswana and Namibia, known for their rich hunter-gatherer heritage and distinctive click language.
  • A. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • B. Nande people
    The Nande people are a Bantu-speaking ethnic group of eastern Democratic Republic of the Congo, known for their intensive agriculture, vibrant trade networks, and strong clan-based social organization.
  • C. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • D. Moru people
    The Moru people are an ethnic group of South Sudan, traditionally agrarian and known for their distinct cultural practices and use of the Moru language.
  • E. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d822f74144819094479690c8151073 completed April 9, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01ce8f988190b503af0cd5f2a97e completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff02a62dcc819087eddd2f0b4c29cb completed May 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ff036153588190ae46fcde257eb3cb completed May 9, 2026, 9:50 a.m.
Created at: April 8, 2026, 9:35 p.m.